Real Estate
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Avoiding Costly Mistakes with Uncertainty Quantification for Algorithmic Home Valuations
Artificial IntelligenceThe simple tricks for using AVMU, or Automated Valuation Model Uncertainty, to make your home…
10 min read -
Insights from a synthetic control group
19 min read -
Hands-On Building a Virtual Property Consultant Using Artificial Intelligence
Artificial IntelligenceThis is how I used real estate data and powered them using OpenAI Large Language…
12 min read -
An Automated Pipeline for Creating 3D Experiences from Equirectangular Images
12 min read -
How to analyze Catchment Areas, Store Networks, Sales Transfer, and Acquisition Impact
8 min read -
What the iBuying business tells us about uses and misuses of predictive models
13 min read -
Models Must Be Wielded With Care
5 min read -
Applying Machine Learning to Assess Florida’s Climate-Driven Real Estate Risk (part1)
Climate ChangeBefore she left for a White House job in the Trump Administration, Florida’s first-ever -…
20 min read -
A summary of the European Standards for Statistical Valuation Methods for Residential Properties
9 min read -
Harvard Data Science Capstone Project, Fall 2020 Note: This project was co-authored by Jessica Wijaya,…
17 min read